Our lab advances research in secure, intelligent, and decentralized computing systems through interdisciplinary collaboration and rigorous scientific inquiry.
AI for Cybersecurity:
Our goal is to advance cybersecurity by developing robust, adaptive, and learning-based security systems for threat detection, intrusion detection, and automated response. With a focus on adversarial robustness, real-time analysis, and secure deployment across distributed and cloud-based environments, addressing emerging challenges such as AI-driven attacks, large-scale threat intelligence, and evolving attack surfaces.
Blockchain for Security and Privacy:
Our goal is to advance blockchain-based solutions through research, focusing on secure authentication, robust access control, and reliable data integrity to support trustworthy and privacy-preserving decentralized systems.
Decentralized and Distributed Systems:
Our goal is to advance distributed and decentralized systems through research, focusing on scalability, efficiency, reliability, and performance optimization, while addressing challenges in heterogeneity, resource constraints, and coordination across edge–cloud infrastructures, enabling secure, low-latency, and data-driven computation in large-scale dynamic environments.
Computational Design Science
Our goal is to advance computational design science through cutting-edge research, with an emphasis on the design, implementation, and evaluation of novel computational artifacts that address complex challenges in information systems.
Federated Learning
Our goal is to advance federated learning through pioneering research, with an emphasis on efficient, scalable, and privacy-preserving training in non-IID and heterogeneous data environments.
Software Vulnerability Detection and Repair
Our goal is to advance software vulnerability detection and repair through innovative research, emphasizing automated vulnerability detection, analysis, and secure code generation and repair using large language models.
Aim Of The LAB:
Our goal is to advance secure, intelligent, and decentralized systems through innovative research, focusing on scalable, privacy-preserving, and reliable solutions to address critical challenges in cybersecurity, distributed computing, and software security.